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A little curiosity. A world of open source.
THE FIRST COLLECTIONVtx is a minimalist coding agent harness featuring a Textual TUI and headless CLI. It offers a lean ~2,600-token system prompt, supports 50+ LLM providers, and includes modular skills, session trees, and safe permission controls.
A collection of Natural Language Processing experiments focusing on word vectors, transformers, and fundamental NLP algorithms.
Micro Opinion (BettaFish) is a multi-agent public opinion analysis system built from scratch, with AI crawler clusters, multimodal analysis, forum collaboration, and intelligent reports to break information bubbles, restore public sentiment, predict trends, and assist decisions. Supports 30+ social platforms, private database access, pure Python, Docker deployment.
Zara is an experimental local-first AI assistant and Linux desktop copilot that combines symbolic logic (Prolog) with LLMs for intent handling and reasoning.
MiroFish is a multi-agent swarm intelligence prediction engine that simulates social dynamics from seed data. Users provide context (news, scenarios), and thousands of LLM-powered agents with memory and personas interact in a digital sandbox to generate prediction reports and interactive simulations.
TerraSecure is an ML-powered security scanner for Terraform and HCL Infrastructure as Code across AWS, Azure, and GCP. It detects cloud misconfigurations at build time using a multi-cloud rule engine, an XGBoost ML model for AWS, and AI analysis for contextual remediation, integrating with CI/CD workflows.
